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ahnjaeshin / DeepPano

Individual Teeth Segmentation on Panoramic Dental X-Ray Images Using Convolutional Neural Networks
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[MidTerm] TODO list #6

Closed ss01363 closed 6 years ago

ss01363 commented 6 years ago

수요일

목요일

  1. [x] 보고서 완성
  2. [x] 프리젠테이션 완성
  3. [x] 학습 마저 시키기

금요일

  1. [x] 금요일 오전: 정신차리고 발표 연습하면 끝
ahnjaeshin commented 6 years ago

A

  1. train, val input size 다름 : 3시간 => BOTH/Apr25_18-31_asahi_1
  2. 일반적 unet : 6시간

B

  1. control 용 학습 : BOTH/Apr25_22-16_asahi_DICE, ir_init 1, he_uniform, ADAM 0.9, "weight_decay": 1e-05, epoch 500, batch_size : 48, ReLU
  2. 어금니 없는 것 : BOTH/Apr25_21-17_asahi_1 DICE, ir_init 1, he_uniform, ADAM 0.9, "weight_decay": 1e-05, epoch 500, batch_size : 48, ReLU

C

  1. multi task learning && only acc && only iou
ss01363 commented 6 years ago

postprocess.py

ahnjaeshin commented 6 years ago

Apr26_00-32_asahi_1/train : both loss Apr26_09-35_derby_1 : only iou => front teeth 만

ahnjaeshin commented 6 years ago

Apr26_10-48_derby_1/ : all teeth, only iou

ahnjaeshin commented 6 years ago

Apr26_10-48_derby_1/ : all teeth, only iou